Merge pull request #86 from ncss-tech/old-o1

fix: OSD: adjust horizon rules

Author: brownag

R/parseOSD_functions.R

@@ -21,6 +21,7 @@
   # l[['sections']] <- .extractSections(res)
   # l[['section-indices']] <- .findSectionIndices(res)
 
+  message(filename)
   l <- list()
   l[['site-data']] <- .extractSiteData(x, logfile, filename)
   tp <- strsplit(as.character(x$`TYPICAL PEDON`$content), "\n")
@@ -303,28 +304,27 @@
 
 #' @importFrom stringi stri_match_all
 .extractHzData <- function(tp, logfile = "OSD.log", filename = "FOO.txt") {
-  
+
   # detect horizons with both top and bottom depths
-  hz.rule <- "([\\^\\'\\/a-zA-Z0-9]+(?: and [\\^\\'\\/a-zA-Z0-9]+)?)\\s*[-=\u2014]+\\s*([Ol0-9.]+)\\s*?(to|-)?\\s+?([Ol0-9.]+)\\s*?(in|inches|cm|centimeters)"
-  
+  hz.rule <- "([\\^\\'\\\"`\\/a-zA-Z0-9]+(?: and [\\^\\'\\\"`\\/a-zA-Z0-9]+)?)\\s*[-=\u2014]+\\s*([Ol0-9.]+)\\s*?([toTO0\\-]+)?\\s+?([Ol0-9.]+)\\s*?(inche?s?|in|cm|centimeters?)"
+
   # detect horizons with no bottom depth
-  hz.rule.no.bottom <- "([\\^\\'\\/a-zA-Z0-9]+(?: and [\\^\\'\\/a-zA-Z0-9]+)?)\\s*[-=\u2014]+?\\s*([Ol0-9.]+)\\s*(to|-)?\\s*([Ol0-9.]+)?\\s*?(in|inches|cm|centimeters)"
-  
+  hz.rule.no.bottom <- "([\\^\\'\\\"`\\/a-zA-Z0-9]+(?: and [\\^\\'\\\"`\\/a-zA-Z0-9]+)?)\\s*[-=\u2014]+?\\s*([Ol0-9./ ]+)\\s*(inche?s?|in|cm|centimeters?)?\\s*([toTO0\\-]+)?\\s*([Ol0-9./ ]+)?\\s*(inche?s?|in|cm|centimeters?)?"
+
   ## default encoding of colors: Toggle dry/moist assumption
   ##
   ## Profile-level statement: Colors are for dry soil unless otherwise stated | Colors are for moist soil unless otherwise stated
-  ## 
+  ##
   ## Examples:
   ## moist:
   ##   E1--7 to 12 inches; very dark gray (10YR 3/1) silt loam, 50 percent gray (10YR 5/1) and 50 percent gray (10YR 6/1) dry; moderate thin platy structure parting to weak thin platy; friable, soft; common fine and medium roots throughout; common fine tubular pores; few fine distinct dark yellowish brown (10YR 4/6) friable masses of iron accumulations with sharp boundaries on faces of peds; strongly acid; clear wavy boundary.
-  ## 
+  ##
   ## dry:
   ##   A--0 to 6 inches; light gray (10YR 7/2) loam, dark grayish brown (10YR 4/2) moist; moderate coarse subangular blocky structure; slightly hard, friable, slightly sticky and slightly plastic; many very fine roots; many very fine and few fine tubular and many very fine interstitial pores; 10 percent pebbles; strongly acid (pH 5.1); clear wavy boundary. (1 to 8 inches thick)
   ##
   dry.is.default <- length(grep('for[ athe]+(?:air-* *)?dr[yied]+[ \\n,]+(colors|soil|conditions)', tp, ignore.case = TRUE)) > 0
   moist.is.default <- length(grep('for[ athe]+(wet|moi*st)[ \\n,]+(rubbed|crushed|broken|interior|soil|conditions)', tp, ignore.case = TRUE)) > 0
 
-
   if (dry.is.default)
     default.moisture.state <- 'dry'
   if (moist.is.default)
@@ -347,7 +347,7 @@
 
   # eliminate empty lines within typical pedon
   tp <- tp[nzchar(trimws(tp))]
-  
+
   # ID starting lines of horizon information
   hz.idx <- sort(unique(c(grep(hz.rule, tp), grep(hz.rule.no.bottom, tp))))
 
@@ -356,7 +356,7 @@
   if (length(first.line.flag) > 0) {
     hz.idx <- hz.idx[-first.line.flag]
   }
-  
+
   check.multiline <- diff(hz.idx) > 1
   if (any(check.multiline)) {
     # multiline typical pedon horizon formatting (needs fix)
@@ -380,45 +380,64 @@
     # if none, then try searching for only top depths
     if (all(is.na(h))) {
       # this won't have the correct number of elements, adjust manually
-      h <- stringi::stri_match(this.chunk, regex = hz.rule.no.bottom)
-      h_num <- grep("^\\d+$", h)
-      h_alp <- grep("[A-Za-z]", h)[2:3]
-      h <- h[sort(c(h_num, h_alp))]
-
+      h <- trimws(stringi::stri_match(this.chunk, regex = hz.rule.no.bottom))
+      h[2] <- gsub("0", "O", h[2], fixed=TRUE)
+      h[6] <- gsub("l", "1", h[6], fixed=TRUE)
+      h <- gsub(" *3/4", ".75", h)
+      h <- gsub(" *[1l]/2", ".5", h)
+      h <- gsub(" *[1l]/[48]", ".25", h) # NB: fudging 1/8 inch -> 1 cm
+      h <- gsub("^\\.", "0.", h)
+      h <- gsub("l", "1", h)
+      i_num <- grep("^\\d+\\.*\\d*$", h)
       # fill missing depth with NA
-      if (length(h) == 3) {
-        h <- c(h, h[3])
-        h[3] <- NA
+      if (length(i_num) == 1) {
+        i_num <- c(i_num, NA)
       }
+      h_num <- h[i_num]
+      l_alp <- grepl("[A-Za-z]", h)
+      h_alp <- h[l_alp & h != "to" & h != "-"][2:3]
+      h <- c(h_alp[1], h_num, h_alp[2])
+
     } else {
+      h[2] <- gsub("0", "O", h[2], fixed=TRUE)
+      h[c(3,5)] <- gsub("l", "1", h[c(3,5)], fixed=TRUE)
       h <- h[c(2:3,5:6)]
     }
 
-    # save hz data to list
-    hz.data[[i]] <- h
-
-    # save narrative to list
-    narrative.data[[i]] <- this.chunk
-
-    ## TODO: test this!
-    # parse ALL colors, result is a multi-row matrix, 5th column is moisture state
-    colors <- stringi::stri_match_all(this.chunk, regex = color.rule)[[1]]
+    # apply a filter so horizon data with no horizon designation skip
+    if (!is.na(h[1]) && grepl("[OABCDELMRVWbcxw]", h[1])) {
+      # save hz data to list
+      hz.data[[i]] <- h
+  
+      # save narrative to list
+      narrative.data[[i]] <- this.chunk
+      
+      ## TODO: test this!
+      # parse ALL colors, result is a multi-row matrix, 5th column is moisture state
+      colors <- stringi::stri_match_all(this.chunk, regex = color.rule)[[1]]
+  
+      # replace missing moisture state with (parsed) default value
+      colors[, 5][which(colors[, 5] == '')] <- default.moisture.state
+  
+      # extract dry|moist colors, note that there may be >1 color per state
+      dc <- colors[which(colors[, 5] == 'dry'), 1:4, drop = FALSE]
+      mc <- colors[which(colors[, 5] == 'moist'), 1:4, drop = FALSE]
+  
+      # there there was at least 1 match, keep the first 1
+      if (nrow(dc) > 0) {
+        dry.colors[[i]] <- dc[1, ]
+      } else dry.colors[[i]] <- matrix(rep(NA, times = 4), nrow = 1)
+  
+      if (nrow(mc) > 0)
+        moist.colors[[i]] <- mc[1, ]
+      else moist.colors[[i]] <- matrix(rep(NA, times = 4), nrow = 1)
+    } else {
+      hz.data[[i]] <- NULL
+      narrative.data[[i]] <- NULL
+      dry.colors[[i]] <- NULL
+      moist.colors[[i]] <- NULL
+    }
 
-    # replace missing moisture state with (parsed) default value
-    colors[, 5][which(colors[, 5] == '')] <- default.moisture.state
-
-    # extract dry|moist colors, note that there may be >1 color per state
-    dc <- colors[which(colors[, 5] == 'dry'), 1:4, drop = FALSE]
-    mc <- colors[which(colors[, 5] == 'moist'), 1:4, drop = FALSE]
-
-    # there there was at least 1 match, keep the first 1
-    if (nrow(dc) > 0) {
-      dry.colors[[i]] <- dc[1, ]
-    } else dry.colors[[i]] <- matrix(rep(NA, times = 4), nrow = 1)
-
-    if (nrow(mc) > 0)
-      moist.colors[[i]] <- mc[1, ]
-    else moist.colors[[i]] <- matrix(rep(NA, times = 4), nrow = 1)
   }
 
   # test for no parsed data, must be some funky formatting...
@@ -427,6 +446,8 @@
 
   # convert to DF
   hz.data <- as.data.frame(do.call('rbind', hz.data))
+  if (ncol(hz.data) != 4)
+    return(NULL)
   dry.colors <- as.data.frame(do.call('rbind', dry.colors))[2:4]
   moist.colors <- as.data.frame(do.call('rbind', moist.colors))[2:4]
   narrative.data <- as.data.frame(do.call('rbind', narrative.data))
@@ -448,9 +469,9 @@
     moist.colors$moist_chroma <- as.numeric(moist.colors$moist_chroma)
   })
 
-  ## TODO: sanity check / unit reporting: this will fail when formatting is inconsistent (PROPER series)
   # convert in -> cm using the first horizon
-  if (hz.data$units[1] %in% c('inches', 'in')) {
+  if (!is.na(hz.data$units[1]) &&
+      startsWith(tolower(hz.data$units[1]), "in")) {
     hz.data$top <- round(hz.data$top * 2.54)
     hz.data$bottom <- round(hz.data$bottom * 2.54)
   }

inst/extdata/OSD-error-reporting/RO/auburn-hz.csv

@@ -3,8 +3,8 @@
 "ACKWATER","Bt2",23,41,NA,NA,NA,"lOYR","5","8"
 "ALAMUCHEE","Bwl",13,33,NA,NA,NA,"10YR","4","4"
 "ALDERFLATS","Btgl",13,30,NA,NA,NA,"5Y","5","2"
-"ANDRY","022",15,0,NA,NA,NA,"10YR","3","2"
-"ANDRY","021",30,15,NA,NA,NA,"10YR","3","2"
+"ANDRY","O22",15,0,NA,NA,NA,"10YR","3","2"
+"ANDRY","O21",30,15,NA,NA,NA,"10YR","3","2"
 "ASHLAR","A",5,13,NA,NA,NA,"l0YR","3","2"
 "ASHLAR","E",13,28,NA,NA,NA,"l0YR","5","2"
 "ASHLAR","Bw",28,51,NA,NA,NA,"l0YR","5","4"
@@ -14,78 +14,45 @@
 "BELHAVEN","Oal",23,33,NA,NA,NA,"5YR","2.5","2"
 "BENNDALE","Btl",13,28,NA,NA,NA,"10YR","5","6"
 "BLICHTON","Btvgl",76,114,NA,NA,NA,"N","4","0"
-"BODINE","0e",0,3,NA,NA,NA,"10YR","2","2"
-"BOURNE","0i",0,3,NA,NA,NA,NA,NA,NA
 "BRIGHTON","Oap",0,30,NA,NA,NA,"l0YR","2","1"
-"BROCKROAD","01",0,5,NA,NA,NA,NA,NA,NA
 "BURROWSVILLE","A",0,8,NA,NA,NA,"lOYR","5","2"
 "BURROWSVILLE","E",8,36,NA,NA,NA,"lOYR","6","4"
 "BURROWSVILLE","Bt",36,64,NA,NA,NA,"lOYR","6","4"
 "BURROWSVILLE","Btx",64,97,NA,NA,NA,"lOYR","5","6"
-"CAROLINE","0i",0,5,NA,NA,NA,NA,NA,NA
-"CHEAHA","0i",0,3,NA,NA,NA,NA,NA,NA
 "CHRISTIAN","Btl",15,38,NA,NA,NA,"5YR","5","8"
-"COLFAX","0i",3,3,NA,NA,NA,NA,NA,NA
-"DEMORY","0a",0,8,NA,NA,NA,"10YR","2","1"
+"COLFAX","Oi",3,0,NA,NA,NA,NA,NA,NA
 "EATON","Btgl",76,84,NA,NA,NA,"10YR","5","1"
 "ELLOREE","Btgl",58,69,NA,NA,NA,"10YR","5","2"
 "ELLOREE","BCgl",107,135,NA,NA,NA,"10YR","6","1"
 "EUREKA","Btgl",28,51,NA,NA,NA,"N","5","0"
-"FORK","0i",0,3,NA,NA,NA,NA,NA,NA
-"FORK","0e",3,5,NA,NA,NA,"10YR","3","2"
 "FORTUNA","B2lg",13,23,NA,NA,NA,"5GY","4","1"
 "FREELAND","Btl",33,51,NA,NA,NA,"10YR","4","4"
 "GRIFFITH","Al",25,56,NA,NA,NA,"5Y","3","1"
 "GRITNEY","Btl",23,43,NA,NA,NA,"10YR","5","6"
 "KEYESPOINT","Bgl",18,46,NA,NA,NA,"10YR","4","2"
-"LAROQUE","0i",0,3,NA,NA,NA,NA,NA,NA
-"LEDWITH","0a",0,23,NA,NA,NA,"10YR","3","3"
-"MATTAPONI","0i",0,3,NA,NA,NA,NA,NA,NA
 "MCLAURIN","Btl",36,51,NA,NA,NA,"5YR","5","6"
-"MONTROSS","0i",0,5,NA,NA,NA,NA,NA,NA
-"NATCHEZ","0i",0,3,NA,NA,NA,NA,NA,NA
 "NEWBERN","Ap",0,13,NA,NA,NA,"1OYR","5","4"
 "NEWBERN","Bw",13,33,NA,NA,NA,"1OYR","6","6"
 "NEWBERN","Cr",33,46,NA,NA,NA,"1OYR","6","8"
-"NEWFLAT","0i",0,3,NA,NA,NA,NA,NA,NA
 "NEWHAN","A",0,5,NA,NA,NA,"l0YR","5","2"
 "NEWHAN","C1",5,127,NA,NA,NA,"l0YR","7","2"
 "NEWHAN","C2",127,183,NA,NA,NA,"l0YR","7","2"
 "OAKLIMETER","Bwl",28,51,NA,NA,NA,"10YR","5","4"
-"OKEECHOBEE","0a",20,71,NA,NA,NA,"5YR","2","1"
 "OPENLAKE","Bgl",18,33,NA,NA,NA,"10YR","4","2"
-"ORENDA","0i",0,3,NA,NA,NA,NA,NA,NA
 "PAILO","A",3,8,NA,NA,NA,"l0YR","3","2"
 "PAILO","BE",8,43,NA,NA,NA,"l0YR","5","6"
 "PAILO","Btl",43,89,NA,NA,NA,"l0YR","5","6"
 "PAMUNKEY","2C",117,203,NA,NA,NA,"1OYR","5","6"
 "PARTLOW","Btgl",38,53,NA,NA,NA,"10YR","5","1"
 "PETAL","Btl",20,43,NA,NA,NA,"5YR","5","8"
-"POCATY","0i",0,30,NA,NA,NA,"10YR","2","2"
-"POCATY","0e",30,51,NA,NA,NA,"10YR","2","2"
-"POCATY","0a1",51,104,NA,NA,NA,"10YR","2","1"
-"POCATY","0a2",104,122,NA,NA,NA,"10YR","2","1"
-"POCATY","0a3",122,152,NA,NA,NA,"10YR","4","1"
 "PUNTA","A",0,10,NA,NA,NA,"l0YR","4",NA
 "PUNTA","E1",10,28,NA,NA,NA,"l0YR","6","2"
 "PUNTA","E2",28,145,NA,NA,NA,"l0YR","8",NA
-"RAPPAHANNOCK","0a1",0,41,NA,NA,NA,"10YR","3","2"
-"RAPPAHANNOCK","0a2",41,76,NA,NA,NA,"10YR","3","1"
-"RAPPAHANNOCK","0a3",76,104,NA,NA,NA,"10YR","2","2"
-"RAPPAHANNOCK","0'a",160,190,NA,NA,NA,"10YR","2","1"
 "RED HILLS","Oi",3,0,NA,NA,NA,NA,NA,NA
-"REMLIK","0i",0,5,NA,NA,NA,NA,NA,NA
-"REPARADA","110C",46,15,NA,NA,NA,"10YR","2","1"
 "ROME","Btl",23,51,NA,NA,NA,"7.5YR","5","6"
-"SEKIL","0i",0,3,NA,NA,NA,NA,NA,NA
-"SEKIL","0e",3,5,NA,NA,NA,"10YR","2","1"
-"SOCO","0i",0,5,NA,NA,NA,NA,NA,NA
-"STECOAH","0i",0,3,NA,NA,NA,NA,NA,NA
-"SURRENCY","0i",0,3,NA,NA,NA,NA,NA,NA
 "SWAFFORD","Btl",20,30,NA,NA,NA,"7.5YR","4","6"
 "TALANTE","Alg",10,25,NA,NA,NA,"10YR","5","2"
 "TALANTE","Blg",25,46,NA,NA,NA,"10YR","5","3"
-"TALLADEGA","0i",0,5,NA,NA,NA,NA,NA,NA
 "TRENHOLM","Btl",30,51,NA,NA,NA,"10YR","5","6"
 "TRENHOLM","Cl",91,114,NA,NA,NA,"10YR","5","8"
 "TRENHOLM","A",NA,5,NA,NA,NA,"10YR","3","1"
@@ -96,6 +63,4 @@
 "VICKSBURG","Cl",18,71,NA,NA,NA,"10YR","4","3"
 "WANDO","Cl",20,89,NA,NA,NA,"7.5YR","5","8"
 "WEEKSVILLE","Cgl",114,152,NA,NA,NA,"10YR","6","1"
-"WESTWEGO","II02bg",53,91,NA,NA,NA,"N","2","0"
-"YULEE","0i",0,5,NA,NA,NA,NA,NA,NA
 "ZUBER","Btl",38,51,NA,NA,NA,"10YR","4","4"

inst/extdata/OSD-error-reporting/RO/auburn-sections.csv

@@ -4,7 +4,6 @@
 "ANDRY","MULTILINE TYPICAL PEDON","[number of multilines=6]","auburn, al"
 "ANNISTON","MULTILINE TYPICAL PEDON","[number of multilines=4]","auburn, al"
 "BASSFIELD","MULTILINE TYPICAL PEDON","[number of multilines=5]","auburn, al"
-"BEARKNOB","MULTILINE TYPICAL PEDON","[number of multilines=1]","auburn, al"
 "BOWMANTOWN","MULTILINE TYPICAL PEDON","[number of multilines=1]","auburn, al"
 "BREWTON","MULTILINE TYPICAL PEDON","[number of multilines=1]","auburn, al"
 "BUGLEY","DUPLICATION OF HEADERS","[RANGE IN CHARACTERISTICS:]","auburn, al"

inst/extdata/OSD-error-reporting/RO/auburn-series.csv

@@ -1,71 +1,45 @@
 "id","ac","benchmarksoilflag","soiltaxclasslastupdated","depthErrors","ocrErrors"
-"BODINE",1152290,TRUE,2009,FALSE,TRUE
-"SURRENCY",773555,FALSE,2021,FALSE,TRUE
 "MCLAURIN",564282,FALSE,1997,FALSE,TRUE
 "BENNDALE",408250,FALSE,2012,FALSE,TRUE
 "OAKLIMETER",364788,FALSE,2005,FALSE,TRUE
 "CHRISTIAN",297423,FALSE,2001,FALSE,TRUE
-"NATCHEZ",227417,FALSE,1998,FALSE,TRUE
 "BELHAVEN",213210,FALSE,2002,FALSE,TRUE
-"SOCO",189881,FALSE,2001,FALSE,TRUE
-"TALLADEGA",155342,FALSE,2001,FALSE,TRUE
 "GRITNEY",129163,FALSE,1997,FALSE,TRUE
 "ASHLAR",107187,TRUE,2017,FALSE,TRUE
 "VICKSBURG",103571,FALSE,2002,FALSE,TRUE
-"REMLIK",103503,FALSE,2002,FALSE,TRUE
-"STECOAH",95927,FALSE,2001,FALSE,TRUE
-"MATTAPONI",92795,FALSE,2003,FALSE,TRUE
-"CAROLINE",77934,FALSE,2002,FALSE,TRUE
 "PAILO",77493,FALSE,2002,FALSE,TRUE
 "PETAL",74698,FALSE,2003,FALSE,TRUE
 "NEWBERN",73692,FALSE,1998,FALSE,TRUE
 "BLICHTON",71250,FALSE,2002,FALSE,TRUE
-"COLFAX",58035,FALSE,1997,TRUE,TRUE
-"CHEAHA",53744,FALSE,1999,FALSE,TRUE
+"COLFAX",58035,FALSE,1997,TRUE,FALSE
 "NEWHAN",51040,FALSE,2003,FALSE,TRUE
-"BOURNE",45410,FALSE,2002,FALSE,TRUE
-"FREELAND",44420,FALSE,2002,FALSE,TRUE
+"FREELAND",44420,FALSE,2002,TRUE,TRUE
 "GRIFFITH",39628,FALSE,2004,FALSE,TRUE
 "OPENLAKE",31864,FALSE,2004,FALSE,TRUE
-"DEMORY",29488,FALSE,2000,FALSE,TRUE
 "EUREKA",29370,FALSE,2002,FALSE,TRUE
-"OKEECHOBEE",29101,FALSE,2000,FALSE,TRUE
 "ELLOREE",28778,FALSE,1997,FALSE,TRUE
 "PARTLOW",26416,FALSE,1999,FALSE,TRUE
 "KEYESPOINT",24448,FALSE,2002,FALSE,TRUE
-"WESTWEGO",23971,FALSE,2011,FALSE,TRUE
 "PAMUNKEY",23728,FALSE,2002,FALSE,TRUE
 "BEECH GROVE",23364,FALSE,2002,TRUE,FALSE
 "WANDO",21363,FALSE,2002,FALSE,TRUE
 "ROME",20963,FALSE,2003,FALSE,TRUE
 "ACKWATER",20910,FALSE,1997,FALSE,TRUE
-"MONTROSS",19220,FALSE,2007,FALSE,TRUE
 "EATON",19201,FALSE,2002,FALSE,TRUE
 "BRIGHTON",17281,FALSE,2000,FALSE,TRUE
-"RAPPAHANNOCK",16907,FALSE,2003,FALSE,TRUE
 "WEEKSVILLE",16893,FALSE,2006,FALSE,TRUE
-"ORENDA",14755,FALSE,2008,FALSE,TRUE
 "SWAFFORD",12895,FALSE,2001,FALSE,TRUE
-"NEWFLAT",12053,FALSE,1997,FALSE,TRUE
-"YULEE",8230,FALSE,1998,FALSE,TRUE
-"FORK",8078,FALSE,1997,FALSE,TRUE
-"ANDRY",7778,FALSE,2003,TRUE,TRUE
+"ANDRY",7778,FALSE,2003,TRUE,FALSE
 "ZUBER",7641,FALSE,2003,FALSE,TRUE
-"POCATY",7379,FALSE,2003,FALSE,TRUE
-"SEKIL",6120,FALSE,2002,FALSE,TRUE
-"LEDWITH",5574,FALSE,2003,FALSE,TRUE
 "TALANTE",5463,FALSE,2002,FALSE,TRUE
-"BROCKROAD",5373,FALSE,1999,FALSE,TRUE
 "RED HILLS",4713,FALSE,2006,TRUE,FALSE
 "TRENHOLM",4019,FALSE,2002,TRUE,TRUE
 "PUNTA",3805,FALSE,1993,FALSE,TRUE
 "TUCKAHOE",3244,FALSE,1999,FALSE,TRUE
 "BURROWSVILLE",3176,FALSE,1997,FALSE,TRUE
 "FORTUNA",3050,FALSE,2002,FALSE,TRUE
-"LAROQUE",2387,FALSE,1999,FALSE,TRUE
 "ALAMUCHEE",744,FALSE,2000,FALSE,TRUE
 "BAHIAHONDA",672,FALSE,2009,FALSE,TRUE
+"MAYO",649,FALSE,2001,TRUE,FALSE
 "ALDERFLATS",529,FALSE,2006,FALSE,TRUE
-"REPARADA",351,FALSE,2002,TRUE,TRUE
-"BEARKNOB",189,FALSE,2013,TRUE,FALSE
 "VERO",NA,FALSE,2004,FALSE,TRUE